Emotion acquisition and electronic music interaction realization based on sensor technology
To improve the interactive performance of electronic music,a method for electronic music interaction based on piezore-sistive array tactile sensors is proposed.This method actively collects user touch information through a piezoresistive array tactile sen-sor,and establishes a dataset corresponding to touch pressure and different emotions;Then,the ELM-ELLA algorithm is used to i-dentify and analyze user emotions;Finally,based on assigning emotional labels to various playlists,electronic music interaction is a-chieved by constructing a playback strategy for emotions and corresponding playlists.The results show that the ELM-ELLA algorithm can use the collected user touch information to analyze user emotions,and has continuous learning ability.As the number of emotion analysis tasks executed by the algorithm increases,its emotion analysis ability also steadily improves;The electronic music interaction model based on sensor technology outputs music that can regulate the emotions of most people,basically meeting the needs of electron-ic music interaction,and improving the personalized service ability of the robot.
万方数据
维普
